Introduction to Probability and Data, Duke University

Filled StarFilled StarFilled StarFilled StarHalf Faded Star

4.7

2,597 個評分

•

587 個審閱

課程信息

This course introduces you to sampling and exploring data, as well as basic probability theory and Bayes' rule. You will examine various types of sampling methods, and discuss how such methods can impact the scope of inference. A variety of exploratory data analysis techniques will be covered, including numeric summary statistics and basic data visualization. You will be guided through installing and using R and RStudio (free statistical software), and will use this software for lab exercises and a final project. The concepts and techniques in this course will serve as building blocks for the inference and modeling courses in the Specialization....

熱門審閱

Filled StarFilled StarFilled StarFilled StarFilled Star

創建者 AA

•

Jan 24, 2018

This course literally taught me a lot, the concepts were beautifully explained but the way it was delivered and overall exercises and the difficulty of problems made it more challenging and enjoying.

Filled StarFilled StarFilled StarFilled StarFilled Star

創建者 HD

•

Mar 31, 2018

The tutor makes it really simple. The given examples really helped to understand the concepts and apply it to a wide range of problems. Thank you for this. Wish I could complete the assignments too.

篩選依據：

567 個審閱

Filled StarFilled StarFilled StarFilled StarStar

創建者 YongHyun Kwon

•

Dec 18, 2018

It was a good course that helped to build basic statistical knowledge

Filled StarFilled StarFilled StarFilled StarFilled Star

創建者 Durgadas Kashyap

•

Dec 17, 2018

thanks

Filled StarFilled StarFilled StarFilled StarFilled Star

創建者 Candice

•

Dec 16, 2018

Good!

Filled StarFilled StarFilled StarFilled StarFilled Star

創建者 Wang Qi

•

Dec 16, 2018

This course is very helpful to people who want to start to learn R. It combines the probability and R exercise to help us to learn. The teachers are also very nice to our questions.

Filled StarFilled StarFilled StarFilled StarFilled Star

創建者 Lindsay Carlson

•

Dec 13, 2018

This course was a good introduction to basic probability, experimental design, and data structure. The labs and final assignments made great use of R Studio and markdown. This course is best suited for someone who is proficient in R already.

Filled StarFilled StarFilled StarFilled StarFilled Star

創建者 YASHKUMAR RAMESHBHAI TRADA

•

Dec 11, 2018

One of the best course in Statistics.

Filled StarFilled StarFilled StarFilled StarFilled Star

創建者 Samuel Omar Tovias Alanis

•

Dec 10, 2018

It's a great course, I had acquired new abilities like using R language programming for applied statistics, as well as knowledge about probability and statistics in topics like: sampling, measures of center and spread, data visualization, inference, probability distribution and much more.

Filled StarFilled StarFilled StarFilled StarFilled Star

創建者 EthanKwon

•

Dec 04, 2018

Thanks to this course, I was able to develop my knowledge of statistics and get basic skills in R programming.

Filled StarFilled StarFilled StarStarStar

創建者 AKSHAY CHAUHAN

•

Dec 01, 2018

The final project should have an instructional video.

Filled StarFilled StarFilled StarFilled StarFilled Star

創建者 Gunjari Bhattacharya

•

Nov 29, 2018

The course was taught in a very illustrative manner with enough repititions over the concepts! A very deep dive from absolute basics to how's and why's. The assignments related to coding can come with some clearer explanations and the project is a little beyond the scope of the coding taught, however it will be an intensive and incredibly helpful venture if completed.